| 2025 | Can Large Language Models be Effective Online Opinion Miners? | Ryang Heo, Yongsik Seo, Junseong Lee, Dongha Lee |
| 2025 | RingFormer: Rethinking Recurrent Transformer with Adaptive Level Signals. | Jaemu Heo, Eldor Fozilov, Hyunmin Song, Taehwan Kim |
| 2025 | Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective. | Pengfei He, Zitao Li, Yue Xing, Yaliang Li, Jiliang Tang, Bolin Ding |
| 2025 | GraDaSE: Graph-Based Dataset Search with Examples. | Jing He, Mingyang Lv, Qing Shi, Gong Cheng |
| 2025 | Efficiently Editing Mixture-of-Experts Models with Compressed Experts. | Yifei He, Yang Liu, Chen Liang, Hany Hassan Awadalla |
| 2025 | HomoGraphAdapter: A Homogeneous Graph Neural Network as an Effective Adapter for Vision-Language Models. | Chuan He, Zhuozhao Li, Song Guo, Xiaocheng Lu, Jinxiang Lai |
| 2025 | Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance. | Yufei He, Ruoyu Li, Alex Chen, Yue Liu, Yulin Chen, Yuan Sui, Cheng Chen, Yi Zhu, Luca Luo, Frank Yang, Bryan Hooi |
| 2025 | Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG. | Mossad Helali, Yutai Luo, Tae Jun Ham, Jim Plotts, Ashwin Chaugule, Jichuan Chang, Parthasarathy Ranganathan, Essam Mansour |
| 2025 | SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models. | Zirui He, Mingyu Jin, Bo Shen, Ali Payani, Yongfeng Zhang, Mengnan Du |
| 2025 | RiTTA: Modeling Event Relations in Text-to-Audio Generation. | Yuhang He, Yash Jain, Xubo Liu, Andrew Markham, Vibhav Vineet |
| 2025 | Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection. | Chenyuan He, Yuxiang Jia, Fei Gao, Senbin Zhu, Hongde Liu, Hongying Zan, Min Peng |
| 2025 | Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction. | Lei Hei, Tingjing Liao, Peiyingxin, Yiyang Qi, Jiaqi Wang, Ruiting Li, Feiliang Ren |
| 2025 | Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering. | Bolei He, Xinran He, Run Shao, Shanfu Shu, Xianwei Xue, Mingquan Cheng, Haifeng Li, Zhen-Hua Ling |
| 2025 | Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation. | Qianxi He, Qianyu He, Jiaqing Liang, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao |
| 2025 | GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection. | Zejiang He, Jingyuan Huang, Menglong Lu, Zhen Huang, Shanshan Liu, Zhiliang Tian, Dong Sheng Li |
| 2025 | Router-Tuning: A Simple and Effective Approach for Dynamic Depth. | Shwai He, Tao Ge, Guoheng Sun, Bowei Tian, Xiaoyang Wang, Dong Yu |
| 2025 | Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening. | Andre Wang He, Daniel Fried, Sean Welleck |
| 2025 | ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation. | Minghua He, Yue Chen, Fangkai Yang, Pu Zhao, Wenjie Yin, Yu Kang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang |
| 2025 | CaTER: A Framework for Context-aware Topology Entity Retrieval Contrastive Learning in End-to-End Task-Oriented Dialogue Systems. | Di Wu Hebeu, Zhizhi Yu |
| 2025 | Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees. | Ahmed Heakl, Sarim Hashmi, Chaimaa Abi, Celine Lee, Abdulrahman Mahmoud |
| 2025 | Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions. | Kilichbek Haydarov, Youssef Mohamed, Emilio Goldenhersch, Paul OCallaghan, Li-jia Li, Mohamed Elhoseiny |
| 2025 | ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations. | Ahatsham Hayat, Bilal Khan, Mohammad Rashedul Hasan |
| 2025 | Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts. | Rochana Prih Hastuti, Rian Adam Rajagede, Mansour Al Ghanim, Mengxin Zheng, Qian Lou |
| 2025 | TounsiBench: Benchmarking Large Language Models for Tunisian Arabic. | Souha Hassine, Asma Arrak, Marouene Addhoum, Steven R. Wilson |
| 2025 | PakBBQ: A Culturally Adapted Bias Benchmark for QA. | Abdullah Hashmat, Muhammad Arham Mirza, Agha Ali Raza |